Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 35064 |
| Missing cells | 292 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.6 MiB |
| Average record size in memory | 168.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 20 |
forecast solar day ahead is highly overall correlated with generation solar | High correlation |
forecast wind onshore day ahead is highly overall correlated with generation wind onshore | High correlation |
generation biomass is highly overall correlated with generation other and 1 other fields | High correlation |
generation fossil brown coal/lignite is highly overall correlated with generation fossil gas and 1 other fields | High correlation |
generation fossil gas is highly overall correlated with generation fossil brown coal/lignite and 4 other fields | High correlation |
generation fossil hard coal is highly overall correlated with generation fossil brown coal/lignite and 1 other fields | High correlation |
generation fossil oil is highly overall correlated with total load actual | High correlation |
generation hydro pumped storage consumption is highly overall correlated with generation fossil gas and 1 other fields | High correlation |
generation hydro run-of-river and poundage is highly overall correlated with generation hydro water reservoir | High correlation |
generation hydro water reservoir is highly overall correlated with generation hydro run-of-river and poundage and 1 other fields | High correlation |
generation other is highly overall correlated with generation biomass | High correlation |
generation other renewable is highly overall correlated with generation biomass and 1 other fields | High correlation |
generation solar is highly overall correlated with forecast solar day ahead | High correlation |
generation waste is highly overall correlated with generation other renewable | High correlation |
generation wind onshore is highly overall correlated with forecast wind onshore day ahead | High correlation |
hour is highly overall correlated with time | High correlation |
price actual is highly overall correlated with generation fossil gas | High correlation |
time is highly overall correlated with hour | High correlation |
total load actual is highly overall correlated with generation fossil gas and 3 other fields | High correlation |
time has 1461 (4.2%) zeros | Zeros |
generation fossil brown coal/lignite has 10517 (30.0%) zeros | Zeros |
generation hydro pumped storage consumption has 12607 (36.0%) zeros | Zeros |
forecast solar day ahead has 539 (1.5%) zeros | Zeros |
hour has 1461 (4.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-11 14:12:27.102772 |
|---|---|
| Analysis finished | 2024-09-11 14:13:10.561624 |
| Duration | 43.46 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
date
Date
| Distinct | 1462 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 274.1 KiB |
| Minimum | 2014-12-31 00:00:00 |
|---|---|
| Maximum | 2018-12-31 00:00:00 |
time
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.5 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 1461 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.75 |
| median | 11.5 |
| Q3 | 17.25 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.9222853 |
|---|---|
| Coefficient of variation (CV) | 0.60193785 |
| Kurtosis | -1.2041745 |
| Mean | 11.5 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 403236 |
| Variance | 47.918033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 1461 | 4.2% |
| 0 | 1461 | 4.2% |
| 21 | 1461 | 4.2% |
| 20 | 1461 | 4.2% |
| 19 | 1461 | 4.2% |
| 18 | 1461 | 4.2% |
| 17 | 1461 | 4.2% |
| 16 | 1461 | 4.2% |
| 15 | 1461 | 4.2% |
| 14 | 1461 | 4.2% |
| Other values (14) | 20454 |
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 1461 | |
| 2 | 1461 | |
| 3 | 1461 | |
| 4 | 1461 | |
| 5 | 1461 | |
| 6 | 1461 | |
| 7 | 1461 | |
| 8 | 1461 | |
| 9 | 1461 |
| Value | Count | Frequency (%) |
| 23 | 1461 | |
| 22 | 1461 | |
| 21 | 1461 | |
| 20 | 1461 | |
| 19 | 1461 | |
| 18 | 1461 | |
| 17 | 1461 | |
| 16 | 1461 | |
| 15 | 1461 | |
| 14 | 1461 |
generation biomass
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 423 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383.51354 |
| Minimum | 0 |
|---|---|
| Maximum | 592 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 248 |
| Q1 | 333 |
| median | 367 |
| Q3 | 433 |
| 95-th percentile | 543 |
| Maximum | 592 |
| Range | 592 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 85.353943 |
|---|---|
| Coefficient of variation (CV) | 0.22255783 |
| Kurtosis | -0.28342726 |
| Mean | 383.51354 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 0.42101261 |
| Sum | 13440232 |
| Variance | 7285.2956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 361 | 321 | 0.9% |
| 362 | 318 | 0.9% |
| 351 | 310 | 0.9% |
| 358 | 305 | 0.9% |
| 359 | 305 | 0.9% |
| 357 | 300 | 0.9% |
| 352 | 296 | 0.8% |
| 367 | 296 | 0.8% |
| 381 | 295 | 0.8% |
| 356 | 294 | 0.8% |
| Other values (413) | 32005 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 101 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| 168 | 1 | < 0.1% |
| 173 | 2 | |
| 174 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 176 | 4 | |
| 177 | 1 | < 0.1% |
| 178 | 4 |
| Value | Count | Frequency (%) |
| 592 | 2 | < 0.1% |
| 591 | 2 | < 0.1% |
| 590 | 3 | < 0.1% |
| 589 | 1 | < 0.1% |
| 588 | 2 | < 0.1% |
| 587 | 3 | < 0.1% |
| 586 | 11 | |
| 585 | 6 | |
| 584 | 11 | |
| 583 | 10 |
generation fossil brown coal/lignite
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 956 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 448.05921 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 10517 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 509 |
| Q3 | 757 |
| 95-th percentile | 958 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 354.56859 |
|---|---|
| Coefficient of variation (CV) | 0.79134316 |
| Kurtosis | -1.4560854 |
| Mean | 448.05921 |
| Median Absolute Deviation (MAD) | 355 |
| Skewness | -0.046830974 |
| Sum | 15702683 |
| Variance | 125718.89 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10517 | |
| 663 | 165 | 0.5% |
| 664 | 124 | 0.4% |
| 595 | 108 | 0.3% |
| 657 | 103 | 0.3% |
| 892 | 93 | 0.3% |
| 895 | 91 | 0.3% |
| 894 | 89 | 0.3% |
| 590 | 88 | 0.3% |
| 893 | 88 | 0.3% |
| Other values (946) | 23580 |
| Value | Count | Frequency (%) |
| 0 | 10517 | |
| 1 | 14 | < 0.1% |
| 2 | 14 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 999 | 2 | < 0.1% |
| 997 | 2 | < 0.1% |
| 996 | 3 | < 0.1% |
| 995 | 7 | |
| 994 | 2 | < 0.1% |
| 993 | 6 | < 0.1% |
| 992 | 7 | |
| 991 | 10 | |
| 990 | 17 | |
| 989 | 15 |
generation fossil gas
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8297 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5622.7375 |
| Minimum | 0 |
|---|---|
| Maximum | 20034 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3348 |
| Q1 | 4126 |
| median | 4969 |
| Q3 | 6429 |
| 95-th percentile | 10259.75 |
| Maximum | 20034 |
| Range | 20034 |
| Interquartile range (IQR) | 2303 |
Descriptive statistics
| Standard deviation | 2201.8305 |
|---|---|
| Coefficient of variation (CV) | 0.39159404 |
| Kurtosis | 3.1854332 |
| Mean | 5622.7375 |
| Median Absolute Deviation (MAD) | 1007 |
| Skewness | 1.615447 |
| Sum | 1.9705446 × 108 |
| Variance | 4848057.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3993 | 24 | 0.1% |
| 4180 | 24 | 0.1% |
| 4227 | 21 | 0.1% |
| 3856 | 21 | 0.1% |
| 4124 | 20 | 0.1% |
| 3881 | 20 | 0.1% |
| 3969 | 20 | 0.1% |
| 4302 | 20 | 0.1% |
| 4493 | 20 | 0.1% |
| 4140 | 20 | 0.1% |
| Other values (8287) | 34836 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1518 | 1 | |
| 1521 | 1 | |
| 1533 | 1 | |
| 1563 | 1 | |
| 1602 | 1 | |
| 1607 | 1 | |
| 1609 | 1 | |
| 1612 | 1 | |
| 1618 | 1 |
| Value | Count | Frequency (%) |
| 20034 | 1 | |
| 20023 | 1 | |
| 20019 | 1 | |
| 19821 | 1 | |
| 19458 | 1 | |
| 18981 | 1 | |
| 18872 | 1 | |
| 18847 | 1 | |
| 18613 | 2 | |
| 18488 | 1 |
generation fossil hard coal
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7266 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4256.0657 |
| Minimum | 0 |
|---|---|
| Maximum | 8359 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1153 |
| Q1 | 2527 |
| median | 4474 |
| Q3 | 5838.75 |
| 95-th percentile | 7268 |
| Maximum | 8359 |
| Range | 8359 |
| Interquartile range (IQR) | 3311.75 |
Descriptive statistics
| Standard deviation | 1961.601 |
|---|---|
| Coefficient of variation (CV) | 0.46089537 |
| Kurtosis | -1.1239628 |
| Mean | 4256.0657 |
| Median Absolute Deviation (MAD) | 1607 |
| Skewness | -0.073691491 |
| Sum | 1.4915808 × 108 |
| Variance | 3847878.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5266 | 16 | < 0.1% |
| 6176 | 15 | < 0.1% |
| 4747 | 15 | < 0.1% |
| 5324 | 15 | < 0.1% |
| 4756 | 15 | < 0.1% |
| 5333 | 15 | < 0.1% |
| 4974 | 14 | < 0.1% |
| 5446 | 14 | < 0.1% |
| 4909 | 14 | < 0.1% |
| 5236 | 14 | < 0.1% |
| Other values (7256) | 34899 | |
| (Missing) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 576 | 1 | < 0.1% |
| 593 | 1 | < 0.1% |
| 594 | 1 | < 0.1% |
| 596 | 2 | |
| 598 | 1 | < 0.1% |
| 601 | 1 | < 0.1% |
| 606 | 1 | < 0.1% |
| 609 | 1 | < 0.1% |
| 610 | 2 |
| Value | Count | Frequency (%) |
| 8359 | 1 | |
| 8315 | 1 | |
| 8313 | 1 | |
| 8303 | 1 | |
| 8302 | 1 | |
| 8299 | 1 | |
| 8293 | 1 | |
| 8278 | 1 | |
| 8274 | 1 | |
| 8270 | 1 |
generation fossil oil
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 321 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 298.31979 |
| Minimum | 0 |
|---|---|
| Maximum | 449 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 213 |
| Q1 | 263 |
| median | 300 |
| Q3 | 330 |
| 95-th percentile | 396 |
| Maximum | 449 |
| Range | 449 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 52.520673 |
|---|---|
| Coefficient of variation (CV) | 0.17605494 |
| Kurtosis | 0.06691465 |
| Mean | 298.31979 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | 0.064468802 |
| Sum | 10454617 |
| Variance | 2758.421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 303 | 335 | 1.0% |
| 309 | 328 | 0.9% |
| 304 | 326 | 0.9% |
| 300 | 323 | 0.9% |
| 308 | 320 | 0.9% |
| 315 | 319 | 0.9% |
| 299 | 319 | 0.9% |
| 317 | 316 | 0.9% |
| 302 | 313 | 0.9% |
| 297 | 312 | 0.9% |
| Other values (311) | 31834 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 44 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 106 | 3 | |
| 107 | 2 | |
| 112 | 1 | < 0.1% |
| 117 | 2 | |
| 118 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 129 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 449 | 1 | < 0.1% |
| 445 | 4 | |
| 444 | 1 | < 0.1% |
| 442 | 6 | |
| 441 | 8 | |
| 440 | 5 | |
| 439 | 4 | |
| 438 | 9 | |
| 437 | 9 | |
| 436 | 8 |
generation hydro pumped storage consumption
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3311 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 475.57734 |
| Minimum | 0 |
|---|---|
| Maximum | 4523 |
| Zeros | 12607 |
| Zeros (%) | 36.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 68 |
| Q3 | 616 |
| 95-th percentile | 2383 |
| Maximum | 4523 |
| Range | 4523 |
| Interquartile range (IQR) | 616 |
Descriptive statistics
| Standard deviation | 792.40661 |
|---|---|
| Coefficient of variation (CV) | 1.6661993 |
| Kurtosis | 4.197127 |
| Mean | 475.57734 |
| Median Absolute Deviation (MAD) | 68 |
| Skewness | 2.1305883 |
| Sum | 16666608 |
| Variance | 627908.24 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12607 | |
| 1 | 1641 | 4.7% |
| 2 | 300 | 0.9% |
| 3 | 184 | 0.5% |
| 54 | 130 | 0.4% |
| 4 | 130 | 0.4% |
| 5 | 128 | 0.4% |
| 55 | 101 | 0.3% |
| 6 | 100 | 0.3% |
| 38 | 83 | 0.2% |
| Other values (3301) | 19641 |
| Value | Count | Frequency (%) |
| 0 | 12607 | |
| 1 | 1641 | 4.7% |
| 2 | 300 | 0.9% |
| 3 | 184 | 0.5% |
| 4 | 130 | 0.4% |
| 5 | 128 | 0.4% |
| 6 | 100 | 0.3% |
| 7 | 74 | 0.2% |
| 8 | 63 | 0.2% |
| 9 | 59 | 0.2% |
| Value | Count | Frequency (%) |
| 4523 | 1 | |
| 4516 | 1 | |
| 4504 | 1 | |
| 4498 | 1 | |
| 4469 | 1 | |
| 4444 | 1 | |
| 4438 | 1 | |
| 4421 | 1 | |
| 4360 | 1 | |
| 4358 | 1 |
generation hydro run-of-river and poundage
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1684 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 972.11611 |
| Minimum | 0 |
|---|---|
| Maximum | 2000 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 437 |
| Q1 | 637 |
| median | 906 |
| Q3 | 1250 |
| 95-th percentile | 1731 |
| Maximum | 2000 |
| Range | 2000 |
| Interquartile range (IQR) | 613 |
Descriptive statistics
| Standard deviation | 400.77754 |
|---|---|
| Coefficient of variation (CV) | 0.41227332 |
| Kurtosis | -0.72028878 |
| Mean | 972.11611 |
| Median Absolute Deviation (MAD) | 297 |
| Skewness | 0.5009275 |
| Sum | 34067809 |
| Variance | 160622.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 600 | 59 | 0.2% |
| 632 | 58 | 0.2% |
| 615 | 56 | 0.2% |
| 552 | 56 | 0.2% |
| 553 | 56 | 0.2% |
| 560 | 55 | 0.2% |
| 631 | 53 | 0.2% |
| 605 | 53 | 0.2% |
| 690 | 53 | 0.2% |
| 595 | 53 | 0.2% |
| Other values (1674) | 34493 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 283 | 1 | < 0.1% |
| 285 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
| 289 | 1 | < 0.1% |
| 291 | 2 | |
| 292 | 2 | |
| 293 | 4 | |
| 295 | 1 | < 0.1% |
| 297 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 1995 | 1 | |
| 1991 | 1 | |
| 1989 | 1 | |
| 1984 | 1 | |
| 1981 | 2 | |
| 1980 | 1 | |
| 1978 | 1 | |
| 1977 | 1 | |
| 1976 | 1 |
generation hydro water reservoir
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 7029 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2605.1147 |
| Minimum | 0 |
|---|---|
| Maximum | 9728 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 471 |
| Q1 | 1077.25 |
| median | 2164 |
| Q3 | 3757 |
| 95-th percentile | 6234.75 |
| Maximum | 9728 |
| Range | 9728 |
| Interquartile range (IQR) | 2679.75 |
Descriptive statistics
| Standard deviation | 1835.1997 |
|---|---|
| Coefficient of variation (CV) | 0.70446024 |
| Kurtosis | 0.17442455 |
| Mean | 2605.1147 |
| Median Absolute Deviation (MAD) | 1246 |
| Skewness | 0.89703637 |
| Sum | 91298851 |
| Variance | 3367958.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 801 | 26 | 0.1% |
| 621 | 22 | 0.1% |
| 1311 | 21 | 0.1% |
| 551 | 21 | 0.1% |
| 559 | 21 | 0.1% |
| 1099 | 21 | 0.1% |
| 876 | 20 | 0.1% |
| 752 | 20 | 0.1% |
| 724 | 20 | 0.1% |
| 781 | 20 | 0.1% |
| Other values (7019) | 34834 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 134 | 1 | < 0.1% |
| 151 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 159 | 1 | < 0.1% |
| 161 | 1 | < 0.1% |
| 163 | 2 | |
| 169 | 3 | |
| 170 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9728 | 1 | |
| 9477 | 1 | |
| 9389 | 1 | |
| 9355 | 1 | |
| 9313 | 1 | |
| 9272 | 1 | |
| 9267 | 1 | |
| 9203 | 1 | |
| 9186 | 1 | |
| 9182 | 1 |
generation nuclear
Real number (ℝ)
| Distinct | 2388 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 17 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6263.907 |
| Minimum | 0 |
|---|---|
| Maximum | 7117 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5017 |
| Q1 | 5760 |
| median | 6566 |
| Q3 | 7025 |
| 95-th percentile | 7106 |
| Maximum | 7117 |
| Range | 7117 |
| Interquartile range (IQR) | 1265 |
Descriptive statistics
| Standard deviation | 839.66796 |
|---|---|
| Coefficient of variation (CV) | 0.1340486 |
| Kurtosis | -0.50106527 |
| Mean | 6263.907 |
| Median Absolute Deviation (MAD) | 532 |
| Skewness | -0.69168291 |
| Sum | 2.1953115 × 108 |
| Variance | 705042.28 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7102 | 376 | 1.1% |
| 7103 | 367 | 1.0% |
| 7104 | 366 | 1.0% |
| 7101 | 364 | 1.0% |
| 7098 | 344 | 1.0% |
| 7097 | 333 | 0.9% |
| 7099 | 330 | 0.9% |
| 7096 | 324 | 0.9% |
| 7107 | 323 | 0.9% |
| 7105 | 319 | 0.9% |
| Other values (2378) | 31601 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 998 | 1 | < 0.1% |
| 3712 | 1 | < 0.1% |
| 3722 | 1 | < 0.1% |
| 3731 | 1 | < 0.1% |
| 3732 | 2 | < 0.1% |
| 3733 | 6 | |
| 3734 | 4 | < 0.1% |
| 3735 | 14 | |
| 3736 | 6 |
| Value | Count | Frequency (%) |
| 7117 | 6 | < 0.1% |
| 7116 | 12 | < 0.1% |
| 7115 | 30 | 0.1% |
| 7114 | 46 | 0.1% |
| 7113 | 103 | 0.3% |
| 7112 | 155 | |
| 7111 | 178 | |
| 7110 | 229 | |
| 7109 | 258 | |
| 7108 | 280 |
generation other
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 103 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.228585 |
| Minimum | 0 |
|---|---|
| Maximum | 106 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 53 |
| median | 57 |
| Q3 | 80 |
| 95-th percentile | 90 |
| Maximum | 106 |
| Range | 106 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 20.238381 |
|---|---|
| Coefficient of variation (CV) | 0.33602617 |
| Kurtosis | 0.44309684 |
| Mean | 60.228585 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.50619579 |
| Sum | 2110771 |
| Variance | 409.59206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 57 | 2288 | 6.5% |
| 56 | 2271 | 6.5% |
| 55 | 2183 | 6.2% |
| 58 | 2093 | 6.0% |
| 54 | 1775 | 5.1% |
| 59 | 1599 | 4.6% |
| 53 | 1415 | 4.0% |
| 52 | 1227 | 3.5% |
| 60 | 1060 | 3.0% |
| 87 | 936 | 2.7% |
| Other values (93) | 18199 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 16 | < 0.1% |
| 6 | 57 | 0.2% |
| 7 | 141 | |
| 8 | 91 | 0.3% |
| 9 | 113 | 0.3% |
| 10 | 152 | |
| 11 | 308 |
| Value | Count | Frequency (%) |
| 106 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 2 | < 0.1% |
| 101 | 3 | < 0.1% |
| 100 | 22 | 0.1% |
| 99 | 35 | 0.1% |
| 98 | 42 | 0.1% |
| 97 | 61 | |
| 96 | 104 | |
| 95 | 117 |
generation other renewable
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.639702 |
| Minimum | 0 |
|---|---|
| Maximum | 119 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 73 |
| median | 88 |
| Q3 | 97 |
| 95-th percentile | 106 |
| Maximum | 119 |
| Range | 119 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 14.077554 |
|---|---|
| Coefficient of variation (CV) | 0.16438117 |
| Kurtosis | -0.82664691 |
| Mean | 85.639702 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.21607268 |
| Sum | 3001329 |
| Variance | 198.17753 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 990 | 2.8% |
| 92 | 981 | 2.8% |
| 99 | 978 | 2.8% |
| 93 | 961 | 2.7% |
| 96 | 954 | 2.7% |
| 95 | 946 | 2.7% |
| 98 | 941 | 2.7% |
| 91 | 915 | 2.6% |
| 90 | 896 | 2.6% |
| 97 | 891 | 2.5% |
| Other values (68) | 25593 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 4 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 43 | 2 | < 0.1% |
| 45 | 1 | < 0.1% |
| 47 | 3 | < 0.1% |
| 48 | 4 | < 0.1% |
| 49 | 3 | < 0.1% |
| 50 | 12 | < 0.1% |
| 51 | 32 |
| Value | Count | Frequency (%) |
| 119 | 2 | < 0.1% |
| 118 | 3 | < 0.1% |
| 117 | 8 | < 0.1% |
| 116 | 12 | < 0.1% |
| 115 | 31 | 0.1% |
| 114 | 43 | 0.1% |
| 113 | 77 | 0.2% |
| 112 | 120 | |
| 111 | 157 | |
| 110 | 215 |
generation solar
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 5331 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1432.6659 |
| Minimum | 0 |
|---|---|
| Maximum | 5792 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 71 |
| median | 616 |
| Q3 | 2578 |
| 95-th percentile | 4927.75 |
| Maximum | 5792 |
| Range | 5792 |
| Interquartile range (IQR) | 2507 |
Descriptive statistics
| Standard deviation | 1680.1199 |
|---|---|
| Coefficient of variation (CV) | 1.1727227 |
| Kurtosis | -0.38778007 |
| Mean | 1432.6659 |
| Median Absolute Deviation (MAD) | 585 |
| Skewness | 1.0203875 |
| Sum | 50209210 |
| Variance | 2822802.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 258 | 0.7% |
| 20 | 247 | 0.7% |
| 23 | 236 | 0.7% |
| 21 | 225 | 0.6% |
| 27 | 224 | 0.6% |
| 17 | 219 | 0.6% |
| 18 | 209 | 0.6% |
| 30 | 199 | 0.6% |
| 15 | 196 | 0.6% |
| 31 | 196 | 0.6% |
| Other values (5321) | 32837 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 2 | 10 | < 0.1% |
| 3 | 30 | 0.1% |
| 4 | 103 | |
| 5 | 51 | |
| 6 | 78 | |
| 7 | 50 | |
| 8 | 16 | < 0.1% |
| 9 | 69 | |
| 10 | 76 |
| Value | Count | Frequency (%) |
| 5792 | 2 | |
| 5781 | 1 | |
| 5779 | 1 | |
| 5775 | 1 | |
| 5767 | 1 | |
| 5744 | 1 | |
| 5742 | 1 | |
| 5736 | 1 | |
| 5714 | 1 | |
| 5684 | 1 |
generation waste
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 262 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.45213 |
| Minimum | 0 |
|---|---|
| Maximum | 357 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 167 |
| Q1 | 240 |
| median | 279 |
| Q3 | 310 |
| 95-th percentile | 331 |
| Maximum | 357 |
| Range | 357 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 50.195536 |
|---|---|
| Coefficient of variation (CV) | 0.18628739 |
| Kurtosis | 0.14136656 |
| Mean | 269.45213 |
| Median Absolute Deviation (MAD) | 33 |
| Skewness | -0.84912856 |
| Sum | 9442950 |
| Variance | 2519.5918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 317 | 405 | 1.2% |
| 312 | 398 | 1.1% |
| 316 | 397 | 1.1% |
| 319 | 391 | 1.1% |
| 314 | 387 | 1.1% |
| 315 | 384 | 1.1% |
| 311 | 369 | 1.1% |
| 313 | 367 | 1.0% |
| 318 | 364 | 1.0% |
| 320 | 358 | 1.0% |
| Other values (252) | 31225 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 39 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 86 | 2 | |
| 87 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 90 | 3 | |
| 92 | 2 | |
| 100 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 1 | < 0.1% |
| 356 | 1 | < 0.1% |
| 355 | 5 | < 0.1% |
| 354 | 5 | < 0.1% |
| 353 | 5 | < 0.1% |
| 351 | 13 | |
| 350 | 21 | |
| 349 | 17 | |
| 348 | 24 | |
| 347 | 29 |
generation wind onshore
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11465 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 18 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5464.4798 |
| Minimum | 0 |
|---|---|
| Maximum | 17436 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1350 |
| Q1 | 2933 |
| median | 4849 |
| Q3 | 7398 |
| 95-th percentile | 11875.75 |
| Maximum | 17436 |
| Range | 17436 |
| Interquartile range (IQR) | 4465 |
Descriptive statistics
| Standard deviation | 3213.6916 |
|---|---|
| Coefficient of variation (CV) | 0.58810568 |
| Kurtosis | 0.057887674 |
| Mean | 5464.4798 |
| Median Absolute Deviation (MAD) | 2157 |
| Skewness | 0.78500755 |
| Sum | 1.9150816 × 108 |
| Variance | 10327814 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3932 | 15 | < 0.1% |
| 2845 | 15 | < 0.1% |
| 2422 | 14 | < 0.1% |
| 2590 | 14 | < 0.1% |
| 3488 | 13 | < 0.1% |
| 3209 | 13 | < 0.1% |
| 3973 | 12 | < 0.1% |
| 4171 | 12 | < 0.1% |
| 1610 | 12 | < 0.1% |
| 5293 | 12 | < 0.1% |
| Other values (11455) | 34914 | |
| (Missing) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 234 | 1 | < 0.1% |
| 243 | 1 | < 0.1% |
| 251 | 1 | < 0.1% |
| 255 | 1 | < 0.1% |
| 259 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 265 | 1 | < 0.1% |
| 273 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17436 | 1 | |
| 17344 | 1 | |
| 17321 | 1 | |
| 17287 | 1 | |
| 17256 | 1 | |
| 17125 | 1 | |
| 17077 | 1 | |
| 17021 | 1 | |
| 17007 | 1 | |
| 16936 | 1 |
forecast solar day ahead
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 5356 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1439.0667 |
| Minimum | 0 |
|---|---|
| Maximum | 5836 |
| Zeros | 539 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 69 |
| median | 576 |
| Q3 | 2636 |
| 95-th percentile | 4891.85 |
| Maximum | 5836 |
| Range | 5836 |
| Interquartile range (IQR) | 2567 |
Descriptive statistics
| Standard deviation | 1677.7034 |
|---|---|
| Coefficient of variation (CV) | 1.1658273 |
| Kurtosis | -0.44085395 |
| Mean | 1439.0667 |
| Median Absolute Deviation (MAD) | 565 |
| Skewness | 0.99001776 |
| Sum | 50459436 |
| Variance | 2814688.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 555 | 1.6% |
| 0 | 539 | 1.5% |
| 11 | 508 | 1.4% |
| 1 | 373 | 1.1% |
| 12 | 358 | 1.0% |
| 9 | 348 | 1.0% |
| 2 | 295 | 0.8% |
| 13 | 281 | 0.8% |
| 8 | 238 | 0.7% |
| 15 | 229 | 0.7% |
| Other values (5346) | 31340 |
| Value | Count | Frequency (%) |
| 0 | 539 | |
| 1 | 373 | |
| 2 | 295 | |
| 3 | 223 | |
| 4 | 209 | 0.6% |
| 5 | 188 | 0.5% |
| 6 | 192 | 0.5% |
| 7 | 195 | 0.6% |
| 8 | 238 | |
| 9 | 348 |
| Value | Count | Frequency (%) |
| 5836 | 1 | |
| 5826 | 1 | |
| 5802 | 1 | |
| 5801 | 1 | |
| 5796 | 1 | |
| 5791 | 1 | |
| 5765 | 1 | |
| 5754 | 1 | |
| 5752 | 1 | |
| 5750 | 1 |
forecast wind onshore day ahead
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 11332 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5471.2167 |
| Minimum | 237 |
|---|---|
| Maximum | 17430 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 237 |
|---|---|
| 5-th percentile | 1409.15 |
| Q1 | 2979 |
| median | 4855 |
| Q3 | 7353 |
| 95-th percentile | 11811 |
| Maximum | 17430 |
| Range | 17193 |
| Interquartile range (IQR) | 4374 |
Descriptive statistics
| Standard deviation | 3176.3129 |
|---|---|
| Coefficient of variation (CV) | 0.58054964 |
| Kurtosis | 0.10195752 |
| Mean | 5471.2167 |
| Median Absolute Deviation (MAD) | 2101.5 |
| Skewness | 0.80041942 |
| Sum | 1.9184274 × 108 |
| Variance | 10088963 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2802 | 14 | < 0.1% |
| 3488 | 13 | < 0.1% |
| 3575 | 13 | < 0.1% |
| 3416 | 12 | < 0.1% |
| 3196 | 12 | < 0.1% |
| 2623 | 12 | < 0.1% |
| 2584 | 12 | < 0.1% |
| 2898 | 12 | < 0.1% |
| 3594 | 12 | < 0.1% |
| 4959 | 12 | < 0.1% |
| Other values (11322) | 34940 |
| Value | Count | Frequency (%) |
| 237 | 1 | |
| 250 | 1 | |
| 254 | 1 | |
| 265 | 1 | |
| 277 | 1 | |
| 278 | 2 | |
| 291 | 1 | |
| 296 | 1 | |
| 299 | 1 | |
| 300 | 1 |
| Value | Count | Frequency (%) |
| 17430 | 1 | |
| 17385 | 1 | |
| 17280 | 1 | |
| 17229 | 1 | |
| 17211 | 1 | |
| 17197 | 1 | |
| 17071 | 1 | |
| 16996 | 1 | |
| 16916 | 1 | |
| 16873 | 2 |
total load actual
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 15127 |
|---|---|
| Distinct (%) | 43.2% |
| Missing | 36 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28696.94 |
| Minimum | 18041 |
|---|---|
| Maximum | 41015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 18041 |
|---|---|
| 5-th percentile | 21655 |
| Q1 | 24807.75 |
| median | 28901 |
| Q3 | 32192 |
| 95-th percentile | 36081.65 |
| Maximum | 41015 |
| Range | 22974 |
| Interquartile range (IQR) | 7384.25 |
Descriptive statistics
| Standard deviation | 4574.988 |
|---|---|
| Coefficient of variation (CV) | 0.15942424 |
| Kurtosis | -0.91509424 |
| Mean | 28696.94 |
| Median Absolute Deviation (MAD) | 3718.5 |
| Skewness | 0.061900904 |
| Sum | 1.0051964 × 109 |
| Variance | 20930515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23665 | 12 | < 0.1% |
| 30960 | 10 | < 0.1% |
| 33176 | 10 | < 0.1% |
| 32023 | 10 | < 0.1% |
| 25043 | 9 | < 0.1% |
| 31653 | 9 | < 0.1% |
| 23000 | 9 | < 0.1% |
| 29537 | 9 | < 0.1% |
| 31385 | 9 | < 0.1% |
| 30948 | 9 | < 0.1% |
| Other values (15117) | 34932 | |
| (Missing) | 36 | 0.1% |
| Value | Count | Frequency (%) |
| 18041 | 1 | |
| 18054 | 1 | |
| 18178 | 1 | |
| 18179 | 1 | |
| 18234 | 1 | |
| 18253 | 1 | |
| 18279 | 1 | |
| 18310 | 1 | |
| 18352 | 1 | |
| 18380 | 1 |
| Value | Count | Frequency (%) |
| 41015 | 1 | |
| 40939 | 1 | |
| 40916 | 1 | |
| 40900 | 1 | |
| 40693 | 1 | |
| 40620 | 1 | |
| 40324 | 1 | |
| 40306 | 1 | |
| 40295 | 1 | |
| 40241 | 1 |
price actual
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6653 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.884023 |
| Minimum | 9.33 |
|---|---|
| Maximum | 116.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 9.33 |
|---|---|
| 5-th percentile | 32.56 |
| Q1 | 49.3475 |
| median | 58.02 |
| Q3 | 68.01 |
| 95-th percentile | 79.17 |
| Maximum | 116.8 |
| Range | 107.47 |
| Interquartile range (IQR) | 18.6625 |
Descriptive statistics
| Standard deviation | 14.204083 |
|---|---|
| Coefficient of variation (CV) | 0.24538867 |
| Kurtosis | 0.46956114 |
| Mean | 57.884023 |
| Median Absolute Deviation (MAD) | 9.35 |
| Skewness | -0.32374929 |
| Sum | 2029645.4 |
| Variance | 201.75598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.85 | 24 | 0.1% |
| 55.91 | 22 | 0.1% |
| 56.71 | 22 | 0.1% |
| 52.35 | 21 | 0.1% |
| 51.33 | 21 | 0.1% |
| 58.75 | 21 | 0.1% |
| 57.09 | 21 | 0.1% |
| 57.64 | 21 | 0.1% |
| 55.68 | 20 | 0.1% |
| 55.23 | 20 | 0.1% |
| Other values (6643) | 34851 |
| Value | Count | Frequency (%) |
| 9.33 | 1 | |
| 9.38 | 1 | |
| 9.69 | 1 | |
| 9.85 | 1 | |
| 10.07 | 1 | |
| 10.18 | 1 | |
| 10.66 | 1 | |
| 10.77 | 1 | |
| 11.04 | 1 | |
| 11.23 | 1 |
| Value | Count | Frequency (%) |
| 116.8 | 1 | |
| 112.81 | 1 | |
| 112.71 | 1 | |
| 111.1 | 1 | |
| 110.86 | 1 | |
| 110.63 | 1 | |
| 110.35 | 1 | |
| 110.19 | 1 | |
| 110.16 | 2 | |
| 109.85 | 1 |
hour
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.5 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 1461 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 274.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.75 |
| median | 11.5 |
| Q3 | 17.25 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.9222853 |
|---|---|
| Coefficient of variation (CV) | 0.60193785 |
| Kurtosis | -1.2041745 |
| Mean | 11.5 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 403236 |
| Variance | 47.918033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 1461 | 4.2% |
| 0 | 1461 | 4.2% |
| 21 | 1461 | 4.2% |
| 20 | 1461 | 4.2% |
| 19 | 1461 | 4.2% |
| 18 | 1461 | 4.2% |
| 17 | 1461 | 4.2% |
| 16 | 1461 | 4.2% |
| 15 | 1461 | 4.2% |
| 14 | 1461 | 4.2% |
| Other values (14) | 20454 |
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 1461 | |
| 2 | 1461 | |
| 3 | 1461 | |
| 4 | 1461 | |
| 5 | 1461 | |
| 6 | 1461 | |
| 7 | 1461 | |
| 8 | 1461 | |
| 9 | 1461 |
| Value | Count | Frequency (%) |
| 23 | 1461 | |
| 22 | 1461 | |
| 21 | 1461 | |
| 20 | 1461 | |
| 19 | 1461 | |
| 18 | 1461 | |
| 17 | 1461 | |
| 16 | 1461 | |
| 15 | 1461 | |
| 14 | 1461 |
| forecast solar day ahead | forecast wind onshore day ahead | generation biomass | generation fossil brown coal/lignite | generation fossil gas | generation fossil hard coal | generation fossil oil | generation hydro pumped storage consumption | generation hydro run-of-river and poundage | generation hydro water reservoir | generation nuclear | generation other | generation other renewable | generation solar | generation waste | generation wind onshore | hour | price actual | time | total load actual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| forecast solar day ahead | 1.000 | -0.183 | -0.006 | 0.042 | 0.130 | 0.045 | 0.124 | -0.340 | 0.072 | 0.203 | -0.077 | -0.007 | 0.048 | 0.978 | 0.004 | -0.181 | 0.145 | 0.144 | 0.145 | 0.445 |
| forecast wind onshore day ahead | -0.183 | 1.000 | -0.072 | -0.427 | -0.471 | -0.428 | -0.050 | 0.348 | 0.217 | -0.050 | 0.121 | 0.015 | -0.120 | -0.178 | -0.132 | 0.994 | 0.084 | -0.216 | 0.084 | 0.013 |
| generation biomass | -0.006 | -0.072 | 1.000 | 0.237 | 0.029 | 0.401 | 0.404 | -0.028 | -0.242 | -0.028 | -0.023 | 0.551 | -0.528 | 0.018 | -0.330 | -0.069 | 0.021 | 0.122 | 0.021 | 0.093 |
| generation fossil brown coal/lignite | 0.042 | -0.427 | 0.237 | 1.000 | 0.568 | 0.764 | 0.312 | -0.353 | -0.498 | -0.171 | -0.070 | 0.106 | 0.083 | 0.049 | 0.215 | -0.425 | 0.057 | 0.367 | 0.057 | 0.290 |
| generation fossil gas | 0.130 | -0.471 | 0.029 | 0.568 | 1.000 | 0.626 | 0.368 | -0.599 | -0.272 | 0.090 | -0.163 | -0.021 | 0.356 | 0.119 | 0.292 | -0.473 | 0.193 | 0.516 | 0.193 | 0.552 |
| generation fossil hard coal | 0.045 | -0.428 | 0.401 | 0.764 | 0.626 | 1.000 | 0.418 | -0.420 | -0.458 | -0.105 | -0.084 | 0.233 | -0.022 | 0.056 | 0.109 | -0.426 | 0.102 | 0.460 | 0.102 | 0.392 |
| generation fossil oil | 0.124 | -0.050 | 0.404 | 0.312 | 0.368 | 0.418 | 1.000 | -0.338 | -0.074 | 0.177 | -0.015 | 0.344 | -0.087 | 0.133 | -0.184 | -0.047 | 0.157 | 0.268 | 0.157 | 0.516 |
| generation hydro pumped storage consumption | -0.340 | 0.348 | -0.028 | -0.353 | -0.599 | -0.420 | -0.338 | 1.000 | 0.035 | -0.387 | 0.030 | -0.005 | -0.259 | -0.322 | -0.158 | 0.353 | -0.346 | -0.447 | -0.346 | -0.666 |
| generation hydro run-of-river and poundage | 0.072 | 0.217 | -0.242 | -0.498 | -0.272 | -0.458 | -0.074 | 0.035 | 1.000 | 0.640 | 0.041 | -0.053 | 0.052 | 0.055 | -0.266 | 0.213 | 0.072 | -0.087 | 0.072 | 0.144 |
| generation hydro water reservoir | 0.203 | -0.050 | -0.028 | -0.171 | 0.090 | -0.105 | 0.177 | -0.387 | 0.640 | 1.000 | 0.025 | 0.137 | -0.047 | 0.189 | -0.269 | -0.057 | 0.258 | 0.159 | 0.258 | 0.521 |
| generation nuclear | -0.077 | 0.121 | -0.023 | -0.070 | -0.163 | -0.084 | -0.015 | 0.030 | 0.041 | 0.025 | 1.000 | 0.038 | -0.058 | -0.066 | 0.042 | 0.123 | -0.010 | -0.098 | -0.010 | 0.076 |
| generation other | -0.007 | 0.015 | 0.551 | 0.106 | -0.021 | 0.233 | 0.344 | -0.005 | -0.053 | 0.137 | 0.038 | 1.000 | -0.390 | 0.003 | -0.365 | 0.018 | 0.015 | 0.123 | 0.015 | 0.147 |
| generation other renewable | 0.048 | -0.120 | -0.528 | 0.083 | 0.356 | -0.022 | -0.087 | -0.259 | 0.052 | -0.047 | -0.058 | -0.390 | 1.000 | 0.024 | 0.597 | -0.123 | 0.102 | 0.249 | 0.102 | 0.181 |
| generation solar | 0.978 | -0.178 | 0.018 | 0.049 | 0.119 | 0.056 | 0.133 | -0.322 | 0.055 | 0.189 | -0.066 | 0.003 | 0.024 | 1.000 | -0.018 | -0.175 | 0.150 | 0.133 | 0.150 | 0.437 |
| generation waste | 0.004 | -0.132 | -0.330 | 0.215 | 0.292 | 0.109 | -0.184 | -0.158 | -0.266 | -0.269 | 0.042 | -0.365 | 0.597 | -0.018 | 1.000 | -0.130 | 0.009 | 0.126 | 0.009 | 0.057 |
| generation wind onshore | -0.181 | 0.994 | -0.069 | -0.425 | -0.473 | -0.426 | -0.047 | 0.353 | 0.213 | -0.057 | 0.123 | 0.018 | -0.123 | -0.175 | -0.130 | 1.000 | 0.085 | -0.219 | 0.085 | 0.013 |
| hour | 0.145 | 0.084 | 0.021 | 0.057 | 0.193 | 0.102 | 0.157 | -0.346 | 0.072 | 0.258 | -0.010 | 0.015 | 0.102 | 0.150 | 0.009 | 0.085 | 1.000 | 0.247 | 1.000 | 0.397 |
| price actual | 0.144 | -0.216 | 0.122 | 0.367 | 0.516 | 0.460 | 0.268 | -0.447 | -0.087 | 0.159 | -0.098 | 0.123 | 0.249 | 0.133 | 0.126 | -0.219 | 0.247 | 1.000 | 0.247 | 0.436 |
| time | 0.145 | 0.084 | 0.021 | 0.057 | 0.193 | 0.102 | 0.157 | -0.346 | 0.072 | 0.258 | -0.010 | 0.015 | 0.102 | 0.150 | 0.009 | 0.085 | 1.000 | 0.247 | 1.000 | 0.397 |
| total load actual | 0.445 | 0.013 | 0.093 | 0.290 | 0.552 | 0.392 | 0.516 | -0.666 | 0.144 | 0.521 | 0.076 | 0.147 | 0.181 | 0.437 | 0.057 | 0.013 | 0.397 | 0.436 | 0.397 | 1.000 |
| date | time | generation biomass | generation fossil brown coal/lignite | generation fossil gas | generation fossil hard coal | generation fossil oil | generation hydro pumped storage consumption | generation hydro run-of-river and poundage | generation hydro water reservoir | generation nuclear | generation other | generation other renewable | generation solar | generation waste | generation wind onshore | forecast solar day ahead | forecast wind onshore day ahead | total load actual | price actual | hour | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014-12-31 | 23 | 447.0 | 329.0 | 4844.0 | 4821.0 | 162.0 | 863.0 | 1051.0 | 1899.0 | 7096.0 | 43.0 | 73.0 | 49.0 | 196.0 | 6378.0 | 17.0 | 6436.0 | 25385.0 | 65.41 | 23 |
| 1 | 2015-01-01 | 0 | 449.0 | 328.0 | 5196.0 | 4755.0 | 158.0 | 920.0 | 1009.0 | 1658.0 | 7096.0 | 43.0 | 71.0 | 50.0 | 195.0 | 5890.0 | 16.0 | 5856.0 | 24382.0 | 64.92 | 0 |
| 2 | 2015-01-01 | 1 | 448.0 | 323.0 | 4857.0 | 4581.0 | 157.0 | 1164.0 | 973.0 | 1371.0 | 7099.0 | 43.0 | 73.0 | 50.0 | 196.0 | 5461.0 | 8.0 | 5454.0 | 22734.0 | 64.48 | 1 |
| 3 | 2015-01-01 | 2 | 438.0 | 254.0 | 4314.0 | 4131.0 | 160.0 | 1503.0 | 949.0 | 779.0 | 7098.0 | 43.0 | 75.0 | 50.0 | 191.0 | 5238.0 | 2.0 | 5151.0 | 21286.0 | 59.32 | 2 |
| 4 | 2015-01-01 | 3 | 428.0 | 187.0 | 4130.0 | 3840.0 | 156.0 | 1826.0 | 953.0 | 720.0 | 7097.0 | 43.0 | 74.0 | 42.0 | 189.0 | 4935.0 | 9.0 | 4861.0 | 20264.0 | 56.04 | 3 |
| 5 | 2015-01-01 | 4 | 410.0 | 178.0 | 4038.0 | 3590.0 | 156.0 | 2109.0 | 952.0 | 743.0 | 7098.0 | 43.0 | 74.0 | 34.0 | 188.0 | 4618.0 | 4.0 | 4617.0 | 19905.0 | 53.63 | 4 |
| 6 | 2015-01-01 | 5 | 401.0 | 172.0 | 4040.0 | 3368.0 | 158.0 | 2108.0 | 961.0 | 848.0 | 7098.0 | 43.0 | 74.0 | 34.0 | 186.0 | 4397.0 | 3.0 | 4276.0 | 20010.0 | 51.73 | 5 |
| 7 | 2015-01-01 | 6 | 408.0 | 172.0 | 4030.0 | 3208.0 | 160.0 | 2031.0 | 983.0 | 1012.0 | 7099.0 | 43.0 | 72.0 | 35.0 | 189.0 | 3992.0 | 12.0 | 3994.0 | 20377.0 | 51.43 | 6 |
| 8 | 2015-01-01 | 7 | 413.0 | 177.0 | 4052.0 | 3335.0 | 161.0 | 2119.0 | 1001.0 | 1015.0 | 7098.0 | 43.0 | 73.0 | 54.0 | 198.0 | 3629.0 | 39.0 | 3602.0 | 20094.0 | 48.98 | 7 |
| 9 | 2015-01-01 | 8 | 419.0 | 177.0 | 4137.0 | 3437.0 | 163.0 | 2170.0 | 1041.0 | 1357.0 | 7097.0 | 43.0 | 74.0 | 743.0 | 198.0 | 3073.0 | 784.0 | 3212.0 | 20637.0 | 54.20 | 8 |
| date | time | generation biomass | generation fossil brown coal/lignite | generation fossil gas | generation fossil hard coal | generation fossil oil | generation hydro pumped storage consumption | generation hydro run-of-river and poundage | generation hydro water reservoir | generation nuclear | generation other | generation other renewable | generation solar | generation waste | generation wind onshore | forecast solar day ahead | forecast wind onshore day ahead | total load actual | price actual | hour | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35054 | 2018-12-31 | 13 | 297.0 | 0.0 | 6062.0 | 2698.0 | 212.0 | 246.0 | 1053.0 | 2060.0 | 6070.0 | 60.0 | 94.0 | 3841.0 | 294.0 | 2289.0 | 3997.0 | 2084.0 | 27988.0 | 71.95 | 13 |
| 35055 | 2018-12-31 | 14 | 295.0 | 0.0 | 6128.0 | 2501.0 | 178.0 | 339.0 | 1052.0 | 1889.0 | 6072.0 | 60.0 | 92.0 | 3693.0 | 287.0 | 2233.0 | 3763.0 | 2101.0 | 27009.0 | 70.85 | 14 |
| 35056 | 2018-12-31 | 15 | 300.0 | 0.0 | 6379.0 | 2503.0 | 178.0 | 323.0 | 1048.0 | 2017.0 | 6072.0 | 61.0 | 96.0 | 2944.0 | 294.0 | 2267.0 | 2841.0 | 2283.0 | 26449.0 | 71.36 | 15 |
| 35057 | 2018-12-31 | 16 | 298.0 | 0.0 | 6892.0 | 2583.0 | 177.0 | 124.0 | 1088.0 | 2664.0 | 6072.0 | 61.0 | 95.0 | 1320.0 | 296.0 | 2550.0 | 1318.0 | 2607.0 | 26738.0 | 75.13 | 16 |
| 35058 | 2018-12-31 | 17 | 293.0 | 0.0 | 7593.0 | 2604.0 | 178.0 | 1.0 | 1131.0 | 4005.0 | 6072.0 | 61.0 | 92.0 | 266.0 | 289.0 | 2952.0 | 300.0 | 3028.0 | 29592.0 | 77.61 | 17 |
| 35059 | 2018-12-31 | 18 | 297.0 | 0.0 | 7634.0 | 2628.0 | 178.0 | 1.0 | 1135.0 | 4836.0 | 6073.0 | 63.0 | 95.0 | 85.0 | 277.0 | 3113.0 | 96.0 | 3253.0 | 30653.0 | 77.02 | 18 |
| 35060 | 2018-12-31 | 19 | 296.0 | 0.0 | 7241.0 | 2566.0 | 174.0 | 1.0 | 1172.0 | 3931.0 | 6074.0 | 62.0 | 95.0 | 33.0 | 280.0 | 3288.0 | 51.0 | 3353.0 | 29735.0 | 76.16 | 19 |
| 35061 | 2018-12-31 | 20 | 292.0 | 0.0 | 7025.0 | 2422.0 | 168.0 | 50.0 | 1148.0 | 2831.0 | 6076.0 | 61.0 | 94.0 | 31.0 | 286.0 | 3503.0 | 36.0 | 3404.0 | 28071.0 | 74.30 | 20 |
| 35062 | 2018-12-31 | 21 | 293.0 | 0.0 | 6562.0 | 2293.0 | 163.0 | 108.0 | 1128.0 | 2068.0 | 6075.0 | 61.0 | 93.0 | 31.0 | 287.0 | 3586.0 | 29.0 | 3273.0 | 25801.0 | 69.89 | 21 |
| 35063 | 2018-12-31 | 22 | 290.0 | 0.0 | 6926.0 | 2166.0 | 163.0 | 108.0 | 1069.0 | 1686.0 | 6075.0 | 61.0 | 92.0 | 31.0 | 287.0 | 3651.0 | 26.0 | 3117.0 | 24455.0 | 69.88 | 22 |